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PDE solving on 2D Kuramoto-Sivashinsky equation
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1.44
Relative L2 Error (u)
AdamW
1.1496
3.1098
5.07
7.0302
Apr 16, 2026
Relative L2 Error (u)
Relative L2 Error (v)
L-infinity Error (u)
L-infinity Error (v)
Error Reduction (%)
Updated 1mo ago
Evaluation Results
Method
Method
Links
Relative L2 Error (u)
Relative L2 Error (v)
L-infinity Error (u)
L-infinity Error (v)
Error Reduction (%)
AdamW
Iterations=20,000, Hid...
2026.04
1.44
9.61
1.37
2.19
-
CA-AdamW
Iterations=20,000, Hid...
2026.04
1.79
1.76
5.66
4.16
-
Muon
Iterations=20,000, Hid...
2026.04
1.88
7.6
4.17
2.21
-
SOAP
Iterations=20,000, Hid...
2026.04
1.98
2.11
4.69
5.45
-
CA-SOAP
Iterations=20,000, Hid...
2026.04
4.7
8.78
9.37
1.54
-
CA-Muon
Iterations=20,000, Hid...
2026.04
8.7
3.99
1.2
9.29
-
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